~/talk

The Supercloud

Talkat Cosmoverse 2024 · 2024-10-21..10-23· [cloud-infrastructure, machine-learning]
github:gosuri
slides:none on file

Akash runs a marketplace that schedules containerized workloads on underutilized servers where providers bid to fulfill orders, claiming a decentralized supercloud that has never gone down in four years and offers up to 85% cost savings versus hyperscalers. Usage spikes from AI drive metrics: ~700% year‑over‑year growth in user fees, 72% quarter‑over‑quarter, and deployments powering decentralized training (News Research’s first billion‑parameter model and Prime Intellect’s 10B training), plus direct integration into NVIDIA products.

AI-written summary · about

  1. 0:00Supercloud vision
  2. 3:23Cloud monopolies rise
  3. 8:04Digital feudalism risks
  4. 9:29Decentralized physical infrastructure
  5. 12:00Akash decentralized supercloud
  6. 15:34Future of decentralization and AI
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